4.6 Article

True Colour Classification of Natural Waters with Medium-Spectral Resolution Satellites: SeaWiFS, MODIS, MERIS and OLCI

Journal

SENSORS
Volume 15, Issue 10, Pages 25663-25680

Publisher

MDPI
DOI: 10.3390/s151025663

Keywords

ocean colour remote sensing; spectral bands; hue angle; citizen science; MERIS; MODIS; SeaWiFS; OLCI; colourimetry; water quality

Funding

  1. Citclops European project [FP7-ENV-308469]

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The colours from natural waters differ markedly over the globe, depending on the water composition and illumination conditions. The space-borne ocean colour instruments are operational instruments designed to retrieve important water-quality indicators, based on the measurement of water leaving radiance in a limited number (5 to 10) of narrow (approximate to 10 nm) bands. Surprisingly, the analysis of the satellite data has not yet paid attention to colour as an integral optical property that can also be retrieved from multispectral satellite data. In this paper we re-introduce colour as a valuable parameter that can be expressed mainly by the hue angle (). Based on a set of 500 synthetic spectra covering a broad range of natural waters a simple algorithm is developed to derive the hue angle from SeaWiFS, MODIS, MERIS and OLCI data. The algorithm consists of a weighted linear sum of the remote sensing reflectance in all visual bands plus a correction term for the specific band-setting of each instrument. The algorithm is validated by a set of 603 hyperspectral measurements from inland-, coastal- and near-ocean waters. We conclude that the hue angle is a simple objective parameter of natural waters that can be retrieved uniformly for all space-borne ocean colour instruments.

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